Open access
2026
FedTGR: Topology-Guided Byzantine-Resilient Federated Learning for Massive AI Agents
5G-Advanced (5G-A) networks are evolving into intelligent coordination platforms for massive AI agents, including large-model-enabled devices, edge services, robots, vehicles, and network-side autonomous functions. These agents need to collaboratively adapt models and exchange knowledge without centralizing raw data, m...
Zhen-Xing Qiao, Yan Zhang, Ming-Rui Cao et al.
· IEEE Transactions on Network... · 0 citations